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Matthias Karlbauer

University of Tübingen

Inferring Underwater Topography with FINN

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Aug 20, 2024
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Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics

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Jul 19, 2024
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Inductive biases in deep learning models for weather prediction

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Apr 06, 2023
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Learning What and Where -- Unsupervised Disentangling Location and Identity Tracking

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May 26, 2022
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Composing Partial Differential Equations with Physics-Aware Neural Networks

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Nov 23, 2021
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Finite Volume Neural Network: Modeling Subsurface Contaminant Transport

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Apr 13, 2021
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Active Tuning

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Oct 02, 2020
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Hidden Latent State Inference in a Spatio-Temporal Generative Model

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Sep 21, 2020
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Inferring, Predicting, and Denoising Causal Wave Dynamics

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Sep 19, 2020
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A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction

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Dec 23, 2019
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